Machine Learning Engineer
SweedSalary not specified
Full Time
Mid-level (3 to 4 years)
Not SpecifiedCompensation
Junior (1 to 2 years), Mid-level (3 to 4 years)Experience Level
Full TimeJob Type
UnknownVisa
Technology, Artificial IntelligenceIndustries
Requirements
- 2+ years of experience
- BA/BS in computer science, math, sciences, or a related degree
- Strong analytical skills and ability to work with data
- Proven ability to design, build, and ship production-ready models
- Proficiency in your ML framework of choice
- Strong coding skills (Python, Go, Java, C++, ...)
- Ability to thrive in a customer-focused, tight-knit and cross-functional environment
Responsibilities
- Invent new signals to improve the personalization of their search engine
- Train a model to capture interactions between signals in their ranking system
- Design smarter ways to domain-adapt language models to each customer’s corpus
- Discover new ways of combining LLMs with search engines to answer complex questions
- Write robust code that’s easy to read, maintain, and test
- Mentor more junior engineers, or learn from battle-tested ones
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
Is this position remote?
Yes, this is a remote position.
What is the salary for this role?
This information is not specified in the job description.
What skills are required for this Software Engineer role?
Required skills include strong analytical skills and ability to work with data, proven ability to design, build, and ship production-ready models, proficiency in your ML framework of choice, strong coding skills in languages like Python, Go, Java, C++, and ability to thrive in a customer-focused, tight-knit and cross-functional environment.
What is the company culture like at Glean?
Glean has a diverse team of curious and creative people who want to help each other get big things done. They emphasize a customer-focused, tight-knit, and cross-functional environment.
What experience and education are needed to apply?
Candidates need 2+ years of experience and a BA/BS in computer science, math, sciences, or a related degree. Proficiency in ML frameworks and strong coding skills are also key for a strong application.
Glean
AI-powered search tool for workplace productivity
About Glean
Glean enhances workplace productivity by providing an AI-powered search tool that works across all applications within a company. This tool utilizes deep learning-based Language Models to understand natural language queries, allowing users to find information more easily. It continuously learns from the specific language and context of a company, improving the relevance of search results without manual adjustments. Additionally, Glean offers a chat assistant that can analyze and summarize information from various company documents and conversations, further increasing efficiency. Unlike many competitors, Glean's focus on natural language processing and its ability to adapt to a company's unique context set it apart. The goal of Glean is to streamline information retrieval in the workplace, making it accessible and efficient for all types of organizations, from startups to large enterprises.
Palo Alto, CaliforniaHeadquarters
2019Year Founded
$637.1MTotal Funding
SERIES_ECompany Stage
Enterprise Software, AI & Machine LearningIndustries
501-1,000Employees
Benefits
Healthcare - Happy and healthy go together. We cover medical, dental, and vision for you and yours.
Competitive compensation - Have a real stake in your job and your future with competitive stock options.
401(k) - We make it easy to save for the future today by contributing to a 401k.
Flexible work - We work 3 days a week in the office, though we believe in folks working where they can be most effective.
Company events - We work hard and play hard - from weekly happy hours to our annual company retreat.
Unlimited PTO - Flexible hours, PTO, company-wide summer and winter break shutdown
Transparent culture - By default we keep things open and accessible so we can make better decisions together, faster.
Learning and development - We offer a learning stipend to help you grow and achieve your goals.
Free meals - With lunch and dinner options every day, no need to work while you’re hungry.
Risks
Inflated valuations in AI could lead to financial instability for Glean.
Competition from tech giants like Microsoft and Amazon pressures Glean's market share.
Opening a new office in Bengaluru may strain resources and impact operational efficiency.
Differentiation
Glean uses AI to enhance workplace productivity with a unique search tool.
The platform integrates with enterprise data, providing personalized, context-aware search results.
Glean's AI assistant offers analyses and summaries, reducing time spent on information retrieval.
Upsides
Glean's $260M funding round doubled its valuation to $4.6 billion in 2023.
The rise of hybrid work models increases demand for Glean's seamless information retrieval tools.
Growing data privacy emphasis allows Glean to offer robust, compliant data hosting options.
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